Mengyan Zhang

11 papers A* 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Artificial intelligence for modelling infectious disease epidemics.
Nat.
Moritz U. G. Kraemer, Joseph L.-H. Tsui, Serina Chang, Spyros Lytras, Mark P. Khurana, Samantha Vanderslott, Sumali Bajaj, Neil Scheidwasser, Jacob Liam Curran-Sebastian, Elizaveta Semenova, Mengyan Zhang, H. Juliette T. Unwin, Oliver J. Watson, Cathal Mills, Abhishek Dasgupta, Luca Ferretti, Samuel V. Scarpino, Etien Koua, Oliver Morgan, Houriiyah Tegally, Ulrich Paquet, Loukas Moutsianas, Christophe Fraser, Neil M. Ferguson, Eric J. Topol, David A. Duchêne, Tanja Stadler, Patricia Kingori, Michael J. Parker, Francesca Dominici, Nigel Shadbolt, Marc A. Suchard, Oliver Ratmann, Seth R. Flaxman, Edward C. Holmes, Manuel Gomez-Rodriguez, Bernhard Schölkopf, Christl A. Donnelly, Oliver G. Pybus, Simon Cauchemez, Samir Bhatt
2025 J jnl
Scalable Spatiotemporal Inference with Biased Scan Attention Transformer Neural Processes.
CoRR
Daniel Jenson, Jhonathan Navott, Piotr Grynfelder, Mengyan Zhang, Makkunda Sharma, Elizaveta Semenova, Seth R. Flaxman
2024 J jnl
Graph Agnostic Causal Bayesian Optimisation.
CoRR
Sumantrak Mukherjee, Mengyan Zhang, Seth R. Flaxman, Sebastian J. Vollmer
2024 J jnl
Indirect Query Bayesian Optimization with Integrated Feedback.
CoRR
Mengyan Zhang, Shahine Bouabid, Cheng Soon Ong, Seth R. Flaxman, Dino Sejdinovic
2024 J jnl
Transformer Neural Processes - Kernel Regression.
CoRR
Daniel Jenson, Jhonathan Navott, Mengyan Zhang, Makkunda Sharma, Elizaveta Semenova, Seth R. Flaxman
2024 J jnl
Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote Sensing.
CoRR
Fan Yang, Sahoko Ishida, Mengyan Zhang, Daniel Jenson, Swapnil Mishra, Jhonathan Navott, Seth R. Flaxman
2022 A* conf
Gaussian Process Bandits with Aggregated Feedback.
AAAI
Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong
2022 J jnl
Two-Stage Neural Contextual Bandits for Personalised News Recommendation.
CoRR
Mengyan Zhang, Thanh Nguyen-Tang, Fangzhao Wu, Zhenyu He, Xing Xie, Cheng Soon Ong
2021 J jnl
Gaussian Process Bandits with Aggregated Feedback.
CoRR
Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong
2021 A* conf
Quantile Bandits for Best Arms Identification.
ICML
Mengyan Zhang, Cheng Soon Ong
2020 J jnl
Quantile Bandits for Best Arms Identification with Concentration Inequalities.
CoRR
Mengyan Zhang, Cheng Soon Ong